{"id":"W4392754963","doi":"10.1117/12.3002959","title":"Multiorientation mapping of white matter fiber microstructures in whole mouse brains using serial optical coherence tomography","year":2024,"lang":"en","type":"article","venue":"","topic":"Optical Coherence Tomography Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Université du Québec à Montréal","funders":"","keywords":"Orientation (vector space); Optical coherence tomography; Vibratome; Computer science; Optics; Materials science; Biomedical engineering; Artificial intelligence; Physics; Mathematics; Medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002710797,0.000512665,0.0001778394,0.00109828,0.0001450517,0.0003058086,0.000249132,0.0003020127,0.000838861],"category_scores_gemma":[0.0001991516,0.0003625247,0.0002835912,0.000353071,0.0001837699,0.0003947084,0.0003065051,0.0003581687,0.0001772775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002222597,"about_ca_system_score_gemma":0.0002312457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007775264,"about_ca_topic_score_gemma":0.002215397,"domain_scores_codex":[0.9999187,0.000008589322,0.000006556247,0.00002499131,0.00002663927,0.0000145267],"domain_scores_gemma":[0.9997373,0.0000347986,0.0001145957,0.00003251117,0.00004722095,0.00003353711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003081511,0.00001443209,0.0005627144,0.00003916463,0.000009882614,0.00005768638,0.00002715301,0.0007461226,0.9936801,0.0001365682,0.00004164288,0.004653724],"study_design_scores_gemma":[0.0000254945,0.000399161,0.03430576,0.00003312446,0.00009150319,0.00116506,0.00008837259,0.02666684,0.934638,0.0004363163,0.002113469,0.0000368878],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.82582,0.0005756463,0.1707585,0.00008224277,0.00002016799,0.000100715,0.000652163,0.0006887157,0.001301832],"genre_scores_gemma":[0.6398003,0.001330947,0.3554807,0.00008553883,0.00002003393,0.0002008069,0.000718611,0.0002452129,0.002117789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00109828,"threshold_uncertainty_score":0.002806306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01205807217194311,"score_gpt":0.2469070236347937,"score_spread":0.2348489514628506,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}